Contentstack Canoe

Contentstack Canoe

Contentstack
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About

Contentstack Canoe is a web-based AI visibility monitor for marketing, SEO and content teams and agencies tracking how AI search tools describe and recommend their brands. Users enter a website domain, then review a generated brand profile, products, competitors, personas, and buyer questions before creating monitors. Contentstack Canoe sends questions to ChatGPT, Gemini, Perplexity, and Claude according to plan, with web search enabled, and reports brand mentions, visibility, rankings, sentiment, competitor comparisons, cited sources, and ranked recommendations. Scheduled and on-demand reports support repeat measurement, and a site audit assesses whether AI crawlers can read the website. Contentstack Canoe works without installing software or changing the site and does not require Contentstack CMS. A free plan covers ChatGPT and Gemini; Growth adds all four engines, API and MCP access, and higher monitoring limits.

About

GEO Metrics (formerly LLMO Metrics) is a platform designed to track, analyze, and optimize your brand's presence in AI-generated responses across platforms like ChatGPT, Gemini, Copilot, AI Overviews, DeepSeek, Claude, and Perplexity. Recognizing that AI is becoming the new search engine, GEO Metrics helps businesses ensure they are mentioned accurately and favorably in AI-driven queries. It offers features such as Generative Engine Optimization, which allows users to see where their brand ranks for key queries compared to competitors, with historical tracking. It also provides Answer Correction & Validation to ensure AIs provide accurate responses about your business by tracking deviations from the ground truth answers you provide. Additionally, GEO Metrics enables monitoring of how AIs rank your brand and competitors, offering insights into which web pages are used as sources for AI responses.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Marketing, SEO and content teams and agencies that need to know whether AI engines recommend their brand

Audience

Marketing teams and brand managers wanting a tool to monitor and improve their organization's representation in AI-generated content across various platforms

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Supported
Online Supported

API

Offers API Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

$0
The Free plan costs $0 and includes one brand, 20 monthly prompts, ChatGPT and Gemini, a monthly report, and a site audit. Growth costs $279/month or $2,790/year at limited-time launch pricing and includes five brands, 2,000 monthly prompts, all four engines, API and MCP access, and daily, weekly, or monthly runs. Existing Contentstack enterprise customers receive Growth access at no extra charge through December 31, 2026. Optional one-time add-ons cost $119 per 400-prompt pack or $59 per extra brand.
Free Version Supported
Free Trial Not Supported

Pricing

€80 per month
Freelance plan:
Up to 20 prompts
Access AI recommendations
Daily visibility reports
Invite up to 2 team members
Access +7 AI engines
Community support

Pro plan:
Everything in the freelance plan

Up to 100 prompts
Advanced AI recommendations
Up to 10 team members
Priority support

Enterprise plan:
Everything in the Pro plan
Up to 300 prompts
Unlimited seats
Dedicated AI visibility expert
Full feature support
Free Version Supported
Free Trial Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

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Reviews/Ratings

Overall 4.9 / 5
ease 4.5 / 5
features 4.9 / 5
design 4.4 / 5
support 4.9 / 5

Pros & Cons from Real Users

Pros

  • At AndaluzIA Marketing, we’ve shifted our focus from traditional SEO to Generative Engine Optimization (GEO), and Geometrics is our secret weapon. What we love most is the "Ground Truth" monitoring feature—it allows us to see exactly how models like ChatGPT, Gemini, and Perplexity perceive and describe our clients in real-time. Being able to track citation sources and understand the logic behind why an LLM recommends one brand over another is game-changing. It provides the surgical precision needed to fix brand hallucinations and ensure our clients are cited as primary authorities.
  • GEO Metrics gives real visibility into how AI engines like ChatGPT construct answers, including query fan-out, sub-questions, and cited sources. It goes beyond traditional SEO by showing the actual references influencing generative responses. The competitive comparison and actionable recommendations make it strategically useful, not just analytical.
  • The AI recommendations are terrific — they go beyond generic tips and actually surface specific, actionable opportunities to improve content visibility across AI models. From uncovering underperforming keywords to identifying competitor mentions and missed intents, the insights feel tailored and strategic. The new dashboard is also a huge improvement: it's clean, intuitive, and easy to navigate even for teams without a deep technical background. You can monitor trends, track visibility changes, and access key performance metrics in just a few clicks. It’s clear that the product was redesigned with real content and SEO professionals in mind.
  • As a content specialist, LLMO Metrics provides valuable insights on which topics to strengthen in a client's content strategy, helping their brand appear in AI-generated search responses across multiple platforms like ChatGPT, Gemini, and Copilot. The detailed data and competitive intelligence about how well competitors are positioned in AI search responses give clear guidance on where to improve and optimize content strategies. The platform offers actionable recommendations powered by AI, helping to boost brand visibility in the emerging landscape of Answer Engine Optimization (AEO). LLMO’s easy-to-use interface and no-code setup streamline monitoring and optimization efforts.
  • The interface is quite intuitive, guiding you through the entire process so you can improve your placement in the different LLMs. Just let it work and follow its instructions.

Cons

  • Since the field of GEO is evolving so rapidly, the learning curve for interpreting complex LLM sentiment reports can be a bit steep for beginners. Additionally, processing data across multiple AI models simultaneously can sometimes take a moment, but the depth of the insights is well worth the wait.
  • Since the space is still evolving, I’d love to see even more historical tracking and deeper benchmarking over time.
  • The reports are highly descriptive and packed with valuable insights — ideal for content strategists, SEO professionals, and data-driven teams. They offer granular breakdowns of visibility, keyword performance, AI model rankings, and competitor positioning, which can really elevate strategic planning. However, for marketers without a strong background in SEO or analytics, the depth and technical language might feel overwhelming at first. Some visual summaries or simplified interpretations could help make the data more accessible for broader marketing teams. That said, for those with the right expertise, the level of detail is a major strength.
  • The focus on AI platforms may limit insights for traditional SEO channels, so it may need to be complemented with other SEO tools for a full-spectrum strategy.
  • The price can be a bit high if you don't use the app as a service and then sell it.

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Supported
Live Online Supported
In Person Not Supported

Company Information

Contentstack
Founded: 2018
United States
canoe.contentstack.com

Company Information

GEO Metrics
Founded: 2025
United States
www.trygeometrics.com

Alternatives

HubSpot AEO

HubSpot AEO

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Alternatives

Brandlight

Brandlight

BrandlightDeepSeek
Goodie

Goodie

Goodie AI

Categories

Categories

Integrations

ChatGPT Supported
Claude Supported
Gemini Supported
OpenAI Supported
Perplexity Supported
Claude Code Supported
Claude Desktop Supported
Claude Duet Not Supported
Claude for Legal Not Supported
Codex CLI Supported
Contentstack Supported
Cursor Supported
DeepSeek Not Supported
Gemini Enterprise Not Supported
Google AI Mode Not Supported
Google AI Overviews Not Supported
Grok Not Supported
Microsoft Copilot Not Supported
Model Context Protocol (MCP) Supported
Visual Studio Code Supported

Integrations

ChatGPT Supported
Claude Supported
Gemini Supported
OpenAI Supported
Perplexity Supported
Claude Code Not Supported
Claude Desktop Not Supported
Claude Duet Supported
Claude for Legal Supported
Codex CLI Not Supported
Contentstack Not Supported
Cursor Not Supported
DeepSeek Supported
Gemini Enterprise Supported
Google AI Mode Supported
Google AI Overviews Supported
Grok Supported
Microsoft Copilot Supported
Model Context Protocol (MCP) Not Supported
Visual Studio Code Not Supported
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